Description

This analysis provides a forecast of ALGO prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2024-12-22 0.284497 0.320406 0.360914 0.410368 0.469625 0.539003 0.627362
2024-12-29 0.229424 0.276450 0.334864 0.414322 0.522150 0.667418 0.885480
2025-01-05 0.188348 0.237069 0.301567 0.396129 0.536696 0.747984 1.112348
2025-01-12 0.159791 0.207436 0.273468 0.375846 0.539185 0.807638 1.330100
2025-01-19 0.140149 0.186439 0.252994 0.361039 0.544098 0.869736 1.579807
2025-01-26 0.133466 0.182534 0.256123 0.382231 0.612107 1.064307 2.215224
2025-02-02 0.131307 0.184726 0.268413 0.420329 0.720557 1.384618 3.442025
2025-02-09 0.126290 0.181715 0.271656 0.442915 0.805741 1.698481 5.066558
2025-02-16 0.120533 0.176747 0.270738 0.457302 0.878010 2.022694 7.325752
2025-02-23 0.113414 0.168737 0.263405 0.457559 0.918076 2.282448 9.939121
2025-03-02 0.103508 0.155155 0.244596 0.431208 0.885956 2.298096 11.180873
2025-03-09 0.097683 0.148054 0.236855 0.426983 0.909860 2.524676 14.855425
2025-03-16 0.091553 0.140262 0.227645 0.419581 0.927838 2.764703 20.326608
2025-03-23 0.087318 0.135519 0.223842 0.424050 0.982849 3.219543 33.222772
2025-03-30 0.080990 0.126539 0.210919 0.405369 0.963548 3.327919 42.626488
2025-04-06 0.075056 0.117864 0.197833 0.384464 0.932029 3.358589 52.033890
2025-04-13 0.070248 0.110932 0.187638 0.369198 0.915149 3.463844 68.420972
2025-04-20 0.069438 0.111292 0.192173 0.391060 1.031209 4.507382 221.415536
2025-04-27 0.070043 0.114332 0.202588 0.430394 1.232568 6.651113 4808.300552
2025-05-04 0.069135 0.114384 0.206640 0.453733 1.388005 9.025122 NaN
2025-05-11 0.067607 0.113094 0.207589 0.468608 1.517938 11.783098 NaN
2025-05-18 0.065186 0.109849 0.203813 0.468874 1.581110 14.038300 NaN
2025-05-25 0.061159 0.103142 0.191587 0.441634 1.495711 13.480677 NaN